IImprovinginimproving.hashnode.dev·6d ago · 8 min readObservability-Driven DevelopmentAt almost every conversation around observability, I’ve noticed a pattern. Teams have metrics and logs in place but the moment tracing comes up, there's a pause. Either it's on the backlog, or it was 00
IImprovinginimproving.hashnode.dev·6d ago · 7 min readWhy AI Skills Are Now Part of the Product Owner’s PlaybookProduct Owners have always been managers of information, i.e. translators. They sit between what the business needs and what the engineering team builds. They write specifications, refine backlogs, pr00
IImprovinginimproving.hashnode.dev·6d ago · 18 min readYour Prompt Is a Cross-Border Data TransferEvery time you hit Enter on an AI chatbot, you are signing off on a data transfer with your prompt. Most probably, you have no idea where that data went, which tools it touched, or whether it crossed 00
IImprovinginimproving.hashnode.dev·6d ago · 10 min readClosing the AuthZ Gap in MCP: Policy-Driven Tool Invocation ControlMCP Changed How Agents Talk to the World, But Not Who Controls It With over 17,000 MCP servers available to use, according to the Zuplo’s report, momentum around MCP is quite real, and it is becoming 00
IImprovinginimproving.hashnode.dev·6d ago · 6 min readStop Treating Legacy Systems as the EnemyMany legacy software are built using "rapid application development" (RAD) tools like FoxPro or Microsoft Access. At that time, the senior engineers around, the ones who had spent decades with punch c00